Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-07-20 0.237293 0.264646 0.295305 0.332507 0.376823 0.428434 0.493853
2025-07-27 0.204039 0.242967 0.291101 0.356384 0.444923 0.564538 0.745488
2025-08-03 0.179098 0.223131 0.281500 0.367567 0.497094 0.696109 1.052725
2025-08-10 0.157955 0.203120 0.266046 0.364798 0.526058 0.802035 1.379738
2025-08-17 0.137679 0.180747 0.242764 0.344323 0.520060 0.846045 1.619774
2025-08-24 0.123722 0.165341 0.227015 0.331911 0.523332 0.906874 1.942576
2025-08-31 0.114311 0.155369 0.217910 0.328304 0.540855 1.002765 2.446966
2025-09-07 0.107355 0.148251 0.212193 0.329195 0.566839 1.128920 3.204679
2025-09-14 0.098680 0.137627 0.199528 0.315426 0.559200 1.169915 3.718961
2025-09-21 0.091604 0.128921 0.189135 0.304310 0.554742 1.218485 4.368273
2025-09-28 0.086616 0.123142 0.183088 0.300581 0.566092 1.319022 5.541382
2025-10-05 0.085946 0.124268 0.188981 0.321219 0.641029 1.669031 9.902743
2025-10-12 0.084609 0.124340 0.193322 0.340268 0.721493 2.129937 20.688932
2025-10-19 0.082665 0.123250 0.195493 0.355362 0.798753 2.688351 52.836054
2025-10-26 0.080059 0.120785 0.194790 0.363908 0.861084 3.284194 181.299011
2025-11-02 0.076386 0.116152 0.189410 0.360505 0.884271 3.703496 792.188678
2025-11-09 0.071289 0.108650 0.177759 0.340207 0.843598 3.638313 1547.409655
2025-11-16 0.067421 0.103161 0.169731 0.327965 0.828803 3.766918 16185.254678
2025-11-23 0.064725 0.099642 0.165386 0.324409 0.845011 4.190700 NaN
2025-11-30 0.062659 0.097149 0.162910 0.325281 0.878848 4.873601 NaN
2025-12-07 0.059429 0.092333 0.155305 0.311744 0.851650 4.892347 NaN
2025-12-14 0.056644 0.088223 0.148923 0.300812 0.832710 4.993831 NaN
2025-12-21 0.054680 0.085553 0.145385 0.297145 0.843478 5.506306 NaN